Hugging Face's logo

mukaj
/
fin-mpnet-base

Sentence Similarity
sentence-transformers
Safetensors
mpnet
feature-extraction
mteb
financial
fiqa
finance
retrieval
rag
esg
fixed-income
equity
Eval Results
Inference Endpoints
Model card Files Community
3
fin-mpnet-base
File size: 1,921 Bytes 
0a13784
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
 
---
tags:
- mteb
model-index:
- name: fin-mpnet-base-v0.1
  results:
  - task:
      type: Classification
    dataset:
      type: mteb/banking77
      name: MTEB Banking77Classification
      config: default
      split: test
      revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
    metrics:
    - type: accuracy
      value: 80.25
    - type: f1
      value: 79.64999520103544
  - task:
      type: Retrieval
    dataset:
      type: fiqa
      name: MTEB FiQA2018
      config: default
      split: test
      revision: None
    metrics:
    - type: map_at_1
      value: 37.747
    - type: map_at_10
      value: 72.223
    - type: map_at_100
      value: 73.802
    - type: map_at_1000
      value: 73.80499999999999
    - type: map_at_3
      value: 61.617999999999995
    - type: map_at_5
      value: 67.92200000000001
    - type: mrr_at_1
      value: 71.914
    - type: mrr_at_10
      value: 80.71000000000001
    - type: mrr_at_100
      value: 80.901
    - type: mrr_at_1000
      value: 80.901
    - type: mrr_at_3
      value: 78.935
    - type: mrr_at_5
      value: 80.193
    - type: ndcg_at_1
      value: 71.914
    - type: ndcg_at_10
      value: 79.912
    - type: ndcg_at_100
      value: 82.675
    - type: ndcg_at_1000
      value: 82.702
    - type: ndcg_at_3
      value: 73.252
    - type: ndcg_at_5
      value: 76.36
    - type: precision_at_1
      value: 71.914
    - type: precision_at_10
      value: 23.071
    - type: precision_at_100
      value: 2.62
    - type: precision_at_1000
      value: 0.263
    - type: precision_at_3
      value: 51.235
    - type: precision_at_5
      value: 38.117000000000004
    - type: recall_at_1
      value: 37.747
    - type: recall_at_10
      value: 91.346
    - type: recall_at_100
      value: 99.776
    - type: recall_at_1000
      value: 99.897
    - type: recall_at_3
      value: 68.691
    - type: recall_at_5
      value: 80.742
---